Question

In: Math

Average Total Payments $7,605.44 $7,861.23 $7,291.77 $7,264.79 $7,537.16 $8,010.86 $7,316.82 $7,421.40 $8,594.81 $6,993.72 $6,905.37 $6,832.44 $7,015.00...

Average Total Payments
$7,605.44
$7,861.23
$7,291.77
$7,264.79
$7,537.16
$8,010.86
$7,316.82
$7,421.40
$8,594.81
$6,993.72
$6,905.37
$6,832.44
$7,015.00
$7,394.07
$7,054.60
$7,491.51
$7,504.30
$8,663.12
$10,985.44
$7,482.67
$7,676.57
$6,884.62
$7,440.25
$7,421.67
$9,764.10
$7,107.36
$7,728.79
$11,497.33
$8,713.97
$8,621.84
$7,726.40
$6,679.73
$7,066.34
$13,435.10
$6,912.62
$7,526.55
$8,441.81
$6,787.02
$8,633.87
$6,812.10
$6,881.70
$8,568.06
$7,648.96
$7,954.37
$8,031.93
$8,091.48
$6,860.73
$7,100.69
$7,197.31
$7,703.08
$7,185.20
$7,321.56
$8,528.78
$10,414.00
$6,489.25
$7,218.42
$6,646.68
$7,577.64
$8,419.36
$7,135.96
$7,495.96
$7,485.07
$6,884.68
$7,941.81
$8,122.57
$7,944.23
$8,175.08
$8,014.70
$7,603.22
$7,408.60
$7,737.51
$8,373.15
$7,349.52
$7,928.17
$7,268.87
$8,167.19
$6,547.92
$7,005.88
$6,885.49
$6,726.93
$6,607.64
$6,681.15

What percentage of Average Total Payments is less than $7,000?

What percentage of Average Total Payments should be less than $7,000 based upon the mean and standard deviation?

What percentage of Average Total Payments is less than $10,000?

What percentage of Average Total Payments should be less than $10,000 based upon the mean and standard deviation?

Please show how the answer was calculated.

Solutions

Expert Solution

First we need to calculate the mean and SD of data set. Following table shows the calculations:

X (X-mean)^2
7605.44 14251.05913
7861.23 18608.28831
7291.77 187530.3971
7264.79 211625.5768
7537.16 35215.4499
8010.86 81820.14018
7316.82 166462.2048
7421.40 92062.36136
8594.81 756886.4281
6993.72 534503.9932
6905.37 671494.6969
6832.44 796338.1379
7015.00 503841.3092
7394.07 109394.1072
7054.60 449191.8994
7491.51 54432.52954
7504.30 48628.10012
8663.12 880411.0185
10985.44 10631657.13
7482.67 58635.55704
7676.57 2327.850205
6884.62 705932.3431
7440.25 80978.8328
7421.67 91898.58864
9764.10 4158671.891
7107.36 381254.1348
7728.79 15.77837284
11497.33 14231848.3
8713.97 978422.0748
8621.84 804648.8273
7726.40 2.50335684
6679.73 1092208.51
7066.34 433593.0131
13435.10 32607322.8
6912.62 659665.2663
7526.55 39310.12052
8441.81 514077.8149
6787.02 879464.7137
8633.87 826375.9023
6812.10 833053.7824
6881.70 710847.6247
8568.06 711057.4079
7648.96 5754.405821
7954.37 52694.21252
8031.93 94317.90339
8091.48 134441.1689
6860.73 746647.7261
7100.69 389535.5107
7197.31 278264.4791
7703.08 472.5319488
7185.20 291187.3701
7321.56 162616.8533
8528.78 646355.219
10414.00 7231700.905
6489.25 1526627.788
7218.42 256438.7318
6646.68 1162381.116
7577.64 21661.30481
8419.36 482388.8676
7135.96 346753.5086
7495.96 52375.89262
7485.07 57479.0076
6884.68 705831.523
7941.81 47085.61486
8122.57 158206.8126
7944.23 48141.71351
8175.08 202736.0487
8014.70 84031.68988
7603.22 14786.02496
7408.60 99993.69704
7737.51 161.0919408
8373.15 420334.6416
7349.52 140848.4387
7928.17 41352.11724
7268.87 207888.3963
8167.19 195693.1633
6547.92 1385088.432
7005.88 516871.5603
6885.49 704471.1559
6726.93 995780.0614
6607.64 1248086.237
6681.15 1089242.477
Total 633435.06 99292693.87

----------------------------

Out of 82 values, 18 are less than 7000 so the percentage of Average Total Payments is less than $7,000 is

(18*100) /82 = 21.95%

Answer: 21.95%

-------------------

The z-score for X = 7000 is

The percentage of Average Total Payments should be less than $7,000 based upon the mean and standard deviation is

P(X < 7000) = P(z < -0.65) = 0.2578

Answer: 25.78%

-------------------------------------

Out of 82 values, 78 are less than 10000 so the percentage of Average Total Payments is less than $10000 is

(78*100) /82 = 95.12%

Answer: 95.12%

-------------------

The z-score for X = 10000 is

The percentage of Average Total Payments should be less than $10,000 based upon the mean and standard deviation is

P(X < 10000) = P(z < 2.05) = 0.9798

Answer: 97.98%


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